Agent Based Spatial Simulation with NetLogo

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  • Publisher : Elsevier
  • Release : 26 August 2015
  • ISBN : 9780081007235
  • Page : 278 pages
  • Rating : 4.5/5 from 103 voters

Download Agent Based Spatial Simulation with NetLogo in PDF, Epub and Kindle

Agent-based modeling is a flexible and intuitive approach that is close to both data and theories, which gives it a special position in the majority of scientific communities. Agent models are as much tools of understanding, exploration and adaptation as they are media for interdisciplinary exchange. It is in this kind of framework that this book is situated, beginning with agent-based modeling of spatialized phenomena with a methodological and practical orientation. Through a governing example, taking inspiration from a real problem in epidemiology, this book proposes, with pedagogy and economy, a guide to good practices of agent modeling. The reader will thus be able to understand and put the modeling into practice and acquire a certain amount of autonomy. Featuring the following well-known techniques and tools: Modeling, such as UML, Simulation, such as the NetLogo platform, Exploration methods, Adaptation using participative simulation

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Agent-Based Spatial Simulation with NetLogo

Agent-Based Spatial Simulation with NetLogo
  • Author : Arnaud Banos,Christophe Lang,Nicolas Marilleau
  • Publisher : Elsevier
  • Release Date : 2015-08-26
  • ISBN : 9780081007235
GET THIS BOOKAgent-Based Spatial Simulation with NetLogo

Agent-based modeling is a flexible and intuitive approach that is close to both data and theories, which gives it a special position in the majority of scientific communities. Agent models are as much tools of understanding, exploration and adaptation as they are media for interdisciplinary exchange. It is in this kind of framework that this book is situated, beginning with agent-based modeling of spatialized phenomena with a methodological and practical orientation. Through a governing example, taking inspiration from a real

Agent-based Spatial Simulation with NetLogo, Volume 2

Agent-based Spatial Simulation with NetLogo, Volume 2
  • Author : Arnaud Banos,Christophe Lang,Nicolas Marilleau
  • Publisher : Elsevier
  • Release Date : 2016-11-26
  • ISBN : 9780081010648
GET THIS BOOKAgent-based Spatial Simulation with NetLogo, Volume 2

Whereas Volume 1 introduced the NetLogo platform as a means of prototyping simple models, this second volume focuses on the advanced use of NetLogo to connect both data and theories, making it ideal for the majority of scientific communities. The authors focus on agent-based modeling of spatialized phenomena with a methodological and practical orientation, demonstrating how advanced agent-based spatial simulation methods and technics can be implemented. This book provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including

An Introduction to Agent-Based Modeling

An Introduction to Agent-Based Modeling
  • Author : Uri Wilensky,William Rand
  • Publisher : MIT Press
  • Release Date : 2015-04-03
  • ISBN : 9780262731898
GET THIS BOOKAn Introduction to Agent-Based Modeling

A comprehensive and hands-on introduction to the core concepts, methods, and applications of agent-based modeling, including detailed NetLogo examples. The advent of widespread fast computing has enabled us to work on more complex problems and to build and analyze more complex models. This book provides an introduction to one of the primary methodologies for research in this new field of knowledge. Agent-based modeling (ABM) offers a new way of doing science: by conducting computer-based experiments. ABM is applicable to complex

Agent-Based Spatial Simulation with NetLogo

Agent-Based Spatial Simulation with NetLogo
  • Author : Arnaud Banos,Christoph Lang,Nicolas Marilleau
  • Publisher : Wiley-ISTE
  • Release Date : 2016-01-11
  • ISBN : 184821488X
GET THIS BOOKAgent-Based Spatial Simulation with NetLogo

The work presented here illustrates, using the heavily utilized free software NetLogo, the main principles of agent-based spatial simulation. It will provide theoretical and conceptual backgrounds as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content.

Agent-Based Modelling and Geographical Information Systems

Agent-Based Modelling and Geographical Information Systems
  • Author : Andrew Crooks,Nicolas Malleson,Ed Manley,Alison Heppenstall
  • Publisher : SAGE
  • Release Date : 2018-12-13
  • ISBN : 9781526454188
GET THIS BOOKAgent-Based Modelling and Geographical Information Systems

This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to

Spatial Microsimulation with R

Spatial Microsimulation with R
  • Author : Robin Lovelace,Morgane Dumont
  • Publisher : CRC Press
  • Release Date : 2016-04-21
  • ISBN : 9781498711562
GET THIS BOOKSpatial Microsimulation with R

Generate and Analyze Multi-Level Data Spatial microsimulation involves the generation, analysis, and modeling of individual-level data allocated to geographical zones. Spatial Microsimulation with R is the first practical book to illustrate this approach in a modern statistical programming language. Get Insight into Complex Behaviors The book progresses from the principles underlying population synthesis toward more complex issues such as household allocation and using the results of spatial microsimulation for agent-based modeling. This equips you with the skills needed to apply

Agent-Based Spatial Simulation with NetLogo

Agent-Based Spatial Simulation with NetLogo
  • Author : Arnaud Banos,Christophe Lang,Nicolas Marilleau
  • Publisher : Wiley-ISTE
  • Release Date : 2016-01-11
  • ISBN : 1848217455
GET THIS BOOKAgent-Based Spatial Simulation with NetLogo

The work presented here illustrates, using the heavily utilized free software NetLogo, the main principles of agent-based spatial simulation. It will provide theoretical and conceptual backgrounds as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content.

Agent-Based Business Process Simulation

Agent-Based Business Process Simulation
  • Author : Emilio Sulis,Kuldar Taveter
  • Publisher : Springer Nature
  • Release Date : 2022-07-27
  • ISBN : 9783030988166
GET THIS BOOKAgent-Based Business Process Simulation

This book provides a conceptual clarification of the interconnections between agent-based modeling and business process management (BPM) and presents practical examples of agent-based models dealing with BPM and simulation in NetLogo. The book is structured in three parts. Part I starts with the motivation for the work and introduces the general structure of the book. Next, chapter 2 provides a brief introduction to main BPM concepts including the business process lifecycle, which describes the analysis of an organization by means of

Agent-Based Models

Agent-Based Models
  • Author : Nigel Gilbert
  • Publisher : SAGE Publications
  • Release Date : 2019-11-15
  • ISBN : 9781506355610
GET THIS BOOKAgent-Based Models

Agent-based simulation has become increasingly popular as a modeling approach in the social sciences because it enables researchers to build models where individual entities and their interactions are directly represented. The Second Edition of Nigel Gilbert′s Agent-Based Models introduces this technique; considers a range of methodological and theoretical issues; shows how to design an agent-based model, with a simple example; offers some practical advice about developing, verifying and validating agent-based models; and finally discusses how to plan an agent-based

Multi-Agent-Based Simulation XXII

Multi-Agent-Based Simulation XXII
  • Author : Koen H. Van Dam,Nicolas Verstaevel
  • Publisher : Springer Nature
  • Release Date : 2022-01-15
  • ISBN : 9783030945480
GET THIS BOOKMulti-Agent-Based Simulation XXII

This book constitutes the thoroughly refereed post-conference proceedings of the 21st International Workshop on Multi-Agent-Based Simulation, MABS 2021, held in May 2021 as part of AAMAS 2021. The conference was held virtually due to COVID 19 pandemic. The 14 revised full papers included in this volume were carefully selected from 23 submissions. The workshop focused on finding efficient solutions to model complex social systems, in such areas as economics, management, organizational and social sciences in general. In all these areas, agent theories, metaphors, models, analysis, experimental

Modeling and Simulation of Social-Behavioral Phenomena in Creative Societies

Modeling and Simulation of Social-Behavioral Phenomena in Creative Societies
  • Author : Nitin Agarwal,Leonidas Sakalauskas,Gerhard-Wilhelm Weber
  • Publisher : Springer Nature
  • Release Date : 2019-09-11
  • ISBN : 9783030298623
GET THIS BOOKModeling and Simulation of Social-Behavioral Phenomena in Creative Societies

This volume constitutes the proceedings of the First International EURO Mini Conference on Modelling and Simulation of Social-Behavioural Phenomena in Creative Societies, MSBC 2019, held in Vilnius, Lithuania, in September 2019. The 8 full papers and 2 short papers presented were carefully reviewed and selected from 26 submissions. The papers are organized in the following topical sections: computational intelligence in social sciences; modeling and analysis of social-behavioral processes.

Agent-Based Modeling for Archaeology

Agent-Based Modeling for Archaeology
  • Author : Iza Romanowska,Colin D. Wren,Stefani A. Crabtree
  • Publisher : SFI Press
  • Release Date : 2021-08-02
  • ISBN : 9781947864382
GET THIS BOOKAgent-Based Modeling for Archaeology

To fully understand not only the past, but also the trajectories, of human societies, we need a more dynamic view of human social systems. Agent-based modeling (ABM), which can create fine-scale models of behavior over time and space, may reveal important, general patterns of human activity. Agent-Based Modeling for Archaeology is the first ABM textbook designed for researchers studying the human past. Appropriate for scholars from archaeology, the digital humanities, and other social sciences, this book offers novices and more

Spatial Simulation

Spatial Simulation
  • Author : David O'Sullivan,George L. W. Perry
  • Publisher : John Wiley & Sons
  • Release Date : 2013-08-05
  • ISBN : 9781118527078
GET THIS BOOKSpatial Simulation

A ground-up approach to explaining dynamic spatialmodelling for an interdisciplinary audience. Across broad areas of the environmental and social sciences,simulation models are an important way to study systemsinaccessible to scientific experimental and observational methods,and also an essential complement to those more conventionalapproaches. The contemporary research literature is teemingwith abstract simulation models whose presentation ismathematically demanding and requires a high level of knowledge ofquantitative and computational methods and approaches. Furthermore, simulation models designed to represent specificsystems and phenomena are

Design of Agent-based Models

Design of Agent-based Models
  • Author : Tomáš Šalamon
  • Publisher : Tomáš Bruckner
  • Release Date : 2011
  • ISBN : 9788090466111
GET THIS BOOKDesign of Agent-based Models

Although there are plenty of publications dealing with the theory of multi-agent systems and agent-based simulations, information about the practical development of such systems is scarce. The aim of this book is to fill this empty space and to provide knowledge about design and development of agent-based simulations in an easy and comprehensible way. The book begins with the fundamentals of multi-agent systems, agent principles and their interaction, and goes on to discuss the philosophy of agent-based programming. Agent-based models

Evolutionary Game Dynamics

Evolutionary Game Dynamics
  • Author : American Mathematical Society. Short Course
  • Publisher : American Mathematical Soc.
  • Release Date : 2011-10-27
  • ISBN : 9780821853269
GET THIS BOOKEvolutionary Game Dynamics

This volume is based on lectures delivered at the 2011 AMS Short Course on Evolutionary Game Dynamics, held January 4-5, 2011 in New Orleans, Louisiana. Evolutionary game theory studies basic types of social interactions in populations of players. It combines the strategic viewpoint of classical game theory (independent rational players trying to outguess each other) with population dynamics (successful strategies increase their frequencies). A substantial part of the appeal of evolutionary game theory comes from its highly diverse applications such as social